CharlesGaydon commited on
Commit
1cdad4d
1 Parent(s): 757a1f2

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +13 -4
README.md CHANGED
@@ -200,13 +200,22 @@ The diversity of landscapes and scenes of the test set should closely match the
200
 
201
  #### Metrics
202
 
203
- The **FRACTAL-LidarHD_7cl_randlanet** model achieves a performance of mIoU=77.2%.
204
 
205
  The following table gives the class-wise metrics on the test set:
206
 
207
- **Classes**|other|ground|vegetation|building|water|bridge|permanent structure|
208
- |---------|-----|-----|-----|-----|-----|-----|-----|
209
- **IoU**|52.0|91.7|93.6|90.6|91.2|56.8|62.1|
 
 
 
 
 
 
 
 
 
210
 
211
 
212
  The following illustration gives the resulting confusion matrix :
 
200
 
201
  #### Metrics
202
 
203
+ The **FRACTAL-LidarHD_7cl_randlanet** model achieves a performance of **mIoU=77.2%** and **OA=96.1%**.
204
 
205
  The following table gives the class-wise metrics on the test set:
206
 
207
+ **Class**|**IoU**|**Accuracy**|**Precision**|**Recall**|**F1**
208
+ -----|---|--------|---------|------|---
209
+ **other**|52.0|54.9|77.8|54.9|64.4
210
+ **ground**|91.7|97.7|93.8|97.7|95.8
211
+ **vegetation**|93.6|95.6|98.0|95.6|96.8
212
+ **building**|90.6|93.7|96.2|93.7|95.0
213
+ **water**|91.2|92.6|97.1|92.6|94.8
214
+ **bridge**|56.8|96.1|79.3|78.6|79.0
215
+ **permanent structure**|62.1|76.6|78.9|76.6|77.7
216
+ -----|---|--------|---------|------|---
217
+ **Macro Average**|77.5|86.7|88.7|84.2|86.2
218
+
219
 
220
 
221
  The following illustration gives the resulting confusion matrix :